{
 "cells": [
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "__Compare FWI result with true model for the Overthrust model__\n",
    "\n",
    "Daniel Köhn \n",
    "Kiel, 16/07/2016"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "__Import Libraries__"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 74,
   "metadata": {},
   "outputs": [],
   "source": [
    "import matplotlib.pyplot as plt\n",
    "import matplotlib as mpl\n",
    "import numpy as np\n",
    "from matplotlib.colors import LightSource, Normalize\n",
    "from matplotlib.pyplot import gca\n",
    "from pylab import rcParams\n",
    "from matplotlib import rc\n",
    "from matplotlib.ticker import FormatStrFormatter\n",
    "from mpl_toolkits.axes_grid1 import make_axes_locatable\n",
    "import matplotlib.ticker as mtick\n",
    "import scipy.ndimage.filters\n",
    "from scipy.ndimage.filters import gaussian_filter\n",
    "import pickle"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "__Activate different post-processing options__"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 75,
   "metadata": {},
   "outputs": [],
   "source": [
    "GAUSSIAN=0;"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "__FD grid dimensions__"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 76,
   "metadata": {},
   "outputs": [],
   "source": [
    "DH = 0.05\n",
    "NX = 2000\n",
    "NY = 1216"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "__Wavefield clip value__ "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 77,
   "metadata": {},
   "outputs": [],
   "source": [
    "clip = 5e0\n",
    "vpmin = 60.0\n",
    "vpmax = 800.0"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "__Define fonts__"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 78,
   "metadata": {},
   "outputs": [],
   "source": [
    "FSize = 15\n",
    "font = {'color':  'black',\n",
    "        'weight': 'normal',\n",
    "        'size': FSize}\n",
    "mpl.rc('xtick', labelsize=FSize) \n",
    "mpl.rc('ytick', labelsize=FSize) \n",
    "rcParams['figure.figsize'] = 16, 10.5"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "__Read FWI result and true model__"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 79,
   "metadata": {},
   "outputs": [],
   "source": [
    "# f = open(\"../start/Kleinneudorf_fsurf.vs\")\n",
    "f = open(\"../FWI_results/FA-FWI_init/31_03_2018_Qs_15/modelTest_vs_stage_18.bin\")\n",
    "data_type = np.dtype ('float32').newbyteorder ('<')\n",
    "mod_true = np.fromfile (f, dtype=data_type)\n",
    "mod_true = mod_true.reshape(NX,NY)\n",
    "mod_true = np.transpose(mod_true)\n",
    "mod_true = np.flipud(mod_true)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 80,
   "metadata": {},
   "outputs": [],
   "source": [
    "f = open(\"taper_p100_large.bin\")\n",
    "data_type = np.dtype ('float32').newbyteorder ('<')\n",
    "taper = np.fromfile (f, dtype=data_type)\n",
    "taper = taper.reshape(NX,NY)\n",
    "taper = np.transpose(taper)\n",
    "taper = np.flipud(taper)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 81,
   "metadata": {},
   "outputs": [],
   "source": [
    "f = open(\"04_05_2018_bp_80_120Hz_offset_full_p100_FWI/RTM_S_image.bin\")\n",
    "data_type = np.dtype ('float32').newbyteorder ('<')\n",
    "RTM_TD = np.fromfile (f, dtype=data_type)\n",
    "RTM_TD = RTM_TD.reshape(NX,NY)\n",
    "RTM_TD = np.transpose(RTM_TD)\n",
    "RTM_TD = np.flipud(RTM_TD)\n",
    "RTM_TD = scipy.ndimage.filters.laplace(RTM_TD) # suppress low-wavenumber artifacts in image\n",
    "RTM_TD *= taper"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "__Apply Gaussian filter__"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 82,
   "metadata": {},
   "outputs": [],
   "source": [
    "if(GAUSSIAN==1):\n",
    "    RTM_TD = gaussian_filter(RTM_TD, sigma=[1,6])"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "__Define Axis__"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 83,
   "metadata": {},
   "outputs": [],
   "source": [
    "x = np.arange(DH, DH*(NX+1), DH)\n",
    "y = np.arange(DH, DH*(NY+1), DH)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "__Scale RTM result with depth__"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 84,
   "metadata": {},
   "outputs": [],
   "source": [
    "RTM_scale = np.zeros((NX,NY))\n",
    "RTM_scale += np.flipud(y)**4\n",
    "RTM_TD*=RTM_scale.transpose()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "__Define SubPlot__"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 85,
   "metadata": {},
   "outputs": [],
   "source": [
    "def do_plot(n, model, cm, an, title, vpmin, vpmax):\n",
    "    \n",
    "    ax=plt.subplot(2, 1, n)\n",
    "    extent = [x[0],x[-1],y[0],y[-1]]\n",
    "    #plt.rc('font',**{'family':'sans-serif','sans-serif':['Helvetica']})\n",
    "    rc('font',**{'family':'sans-serif','sans-serif':['Helvetica']})\n",
    "    ## for Palatino and other serif fonts use:\n",
    "    #rc('font',**{'family':'serif','serif':['Palatino']})\n",
    "    #plt.rc('text', usetex=True)\n",
    "    rc('text', usetex=True)\n",
    "    \n",
    "    if(n==1):\n",
    "        im1 = plt.imshow(mod_true, cmap=plt.cm.jet, interpolation='nearest', extent=extent, aspect=1)\n",
    "        plt.hold(True)\n",
    "\n",
    "    im2 = plt.imshow(RTM_TD, cmap=plt.cm.gray, alpha=.75, interpolation='bicubic',\n",
    "                 extent=extent, vmin=-clip, vmax=clip, aspect=1)\n",
    "    \n",
    "    a = gca()\n",
    "    a.set_xticklabels(a.get_xticks(), font)\n",
    "    a.set_yticklabels(a.get_yticks(), font)\n",
    "    a.yaxis.set_major_formatter(mtick.FormatStrFormatter('%.0d'))\n",
    "    a.xaxis.set_major_formatter(mtick.FormatStrFormatter('%.0d'))\n",
    "    #plt.axis('scaled')\n",
    "    plt.title(title, fontdict=font)\n",
    "    plt.ylabel('Depth [m]', fontdict=font)\n",
    "    if(n==2):\n",
    "        plt.xlabel('Distance [m]', fontdict=font)\n",
    "    if(n==1):\n",
    "        ax.set_xticks([]) \n",
    "    plt.gca().invert_yaxis()\n",
    "    \n",
    "    # add annotation\n",
    "    #if n!=2:\n",
    "    #    plt.text(0.5, 4.2,an,fontdict=font,color='white',size=20)\n",
    "    \n",
    "    # fit and label colorbar\n",
    "    #divider = make_axes_locatable(ax)\n",
    "    #cax = divider.append_axes(\"right\", size=\"2.5%\", pad=0.05)\n",
    "    #cbar = plt.colorbar(im1, cax=cax)\n",
    "    #cbar.set_label(an, fontdict=font, labelpad=3)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "__Plot SubPlots__"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 86,
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "C:\\Users\\daniel_koehn\\Anaconda3\\lib\\site-packages\\ipykernel\\__main__.py:14: MatplotlibDeprecationWarning: pyplot.hold is deprecated.\n",
      "    Future behavior will be consistent with the long-time default:\n",
      "    plot commands add elements without first clearing the\n",
      "    Axes and/or Figure.\n",
      "C:\\Users\\daniel_koehn\\Anaconda3\\lib\\site-packages\\matplotlib\\__init__.py:911: MatplotlibDeprecationWarning: axes.hold is deprecated. Please remove it from your matplotlibrc and/or style files.\n",
      "  mplDeprecation)\n",
      "C:\\Users\\daniel_koehn\\Anaconda3\\lib\\site-packages\\matplotlib\\rcsetup.py:156: MatplotlibDeprecationWarning: axes.hold is deprecated, will be removed in 3.0\n",
      "  mplDeprecation)\n",
      "C:\\Users\\daniel_koehn\\Anaconda3\\lib\\site-packages\\matplotlib\\font_manager.py:1328: UserWarning: findfont: Font family ['sans-serif'] not found. Falling back to DejaVu Sans\n",
      "  (prop.get_family(), self.defaultFamily[fontext]))\n"
     ]
    },
    {
     "data": {
      "image/png": "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\n",
      "text/plain": [
       "<Figure size 1152x756 with 2 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "plt.close('all')\n",
    "plt.figure()\n",
    "do_plot(1, RTM_TD, 'gray', 'Vp [m/s]', r\"Kleinneudorf p100 RTM result (TDFD DENISE: 80 - 120 Hz)\", -clip, clip)\n",
    "do_plot(2, RTM_TD, 'gray', 'Vp [m/s]', r\"\", -clip, clip)\n",
    "#plt.savefig('test.png', bbox_inches='tight', format='png', dpi=200)\n",
    "#plt.savefig('Kleinneudorf_RTM_DENISE.pdf', bbox_inches='tight', format='pdf')\n",
    "plt.tight_layout()\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  }
 ],
 "metadata": {
  "anaconda-cloud": {},
  "kernelspec": {
   "display_name": "Python [default]",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.5.5"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 1
}
